Overview
Brought to you by YData
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 19,768 |
| Missing cells | 10,929 |
| Missing cells (%) | 2.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.1 MiB |
| Average record size in memory | 110.0 B |
Variable types
| Categorical | 1 |
|---|---|
| Boolean | 6 |
| Text | 1 |
| Numeric | 11 |
created_at is highly overall correlated with public_gists and 1 other fields | High correlation |
followers is highly overall correlated with followers_log and 6 other fields | High correlation |
followers_log is highly overall correlated with followers and 6 other fields | High correlation |
following is highly overall correlated with followers and 4 other fields | High correlation |
following_log is highly overall correlated with followers and 4 other fields | High correlation |
label is highly overall correlated with text_bot_count | High correlation |
public_gists is highly overall correlated with created_at and 5 other fields | High correlation |
public_gists_log is highly overall correlated with created_at and 5 other fields | High correlation |
public_repos is highly overall correlated with followers and 6 other fields | High correlation |
public_repos_log is highly overall correlated with followers and 6 other fields | High correlation |
text_bot_count is highly overall correlated with label and 1 other fields | High correlation |
type is highly overall correlated with text_bot_count and 1 other fields | High correlation |
updated_at is highly overall correlated with type | High correlation |
label is highly imbalanced (67.2%) | Imbalance |
type is highly imbalanced (92.8%) | Imbalance |
site_admin is highly imbalanced (95.8%) | Imbalance |
bio has 10929 (55.3%) missing values | Missing |
public_repos is highly skewed (γ1 = 53.8847472) | Skewed |
public_gists is highly skewed (γ1 = 74.09063706) | Skewed |
followers is highly skewed (γ1 = 32.46602776) | Skewed |
following is highly skewed (γ1 = 39.87415424) | Skewed |
public_repos has 942 (4.8%) zeros | Zeros |
public_gists has 7961 (40.3%) zeros | Zeros |
followers has 1445 (7.3%) zeros | Zeros |
following has 6017 (30.4%) zeros | Zeros |
text_bot_count has 19003 (96.1%) zeros | Zeros |
public_repos_log has 942 (4.8%) zeros | Zeros |
public_gists_log has 7961 (40.3%) zeros | Zeros |
followers_log has 1445 (7.3%) zeros | Zeros |
following_log has 6017 (30.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-27 03:58:32.755339 |
|---|---|
| Analysis finished | 2024-11-27 03:58:43.288582 |
| Duration | 10.53 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
label
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 154.6 KiB |
| Human | |
|---|---|
| Bot | 1190 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.8796034 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Human |
|---|---|
| 2nd row | Human |
| 3rd row | Human |
| 4th row | Bot |
| 5th row | Human |
Common Values
| Value | Count | Frequency (%) |
| Human | 18578 | |
| Bot | 1190 | 6.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| human | 18578 | |
| bot | 1190 | 6.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| H | 18578 | |
| u | 18578 | |
| m | 18578 | |
| a | 18578 | |
| n | 18578 | |
| B | 1190 | 1.2% |
| o | 1190 | 1.2% |
| t | 1190 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 76692 | |
| Uppercase Letter | 19768 | 20.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 18578 | |
| m | 18578 | |
| a | 18578 | |
| n | 18578 | |
| o | 1190 | 1.6% |
| t | 1190 | 1.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 18578 | |
| B | 1190 | 6.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 96460 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| H | 18578 | |
| u | 18578 | |
| m | 18578 | |
| a | 18578 | |
| n | 18578 | |
| B | 1190 | 1.2% |
| o | 1190 | 1.2% |
| t | 1190 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 96460 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| H | 18578 | |
| u | 18578 | |
| m | 18578 | |
| a | 18578 | |
| n | 18578 | |
| B | 1190 | 1.2% |
| o | 1190 | 1.2% |
| t | 1190 | 1.2% |
type
Boolean
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.4 KiB |
| True | |
|---|---|
| False | 171 |
| Value | Count | Frequency (%) |
| True | 19597 | |
| False | 171 | 0.9% |
site_admin
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.4 KiB |
| False | |
|---|---|
| True | 90 |
| Value | Count | Frequency (%) |
| False | 19678 | |
| True | 90 | 0.5% |
| Value | Count | Frequency (%) |
| True | 10794 | |
| False | 8974 |
| Value | Count | Frequency (%) |
| False | 11256 | |
| True | 8512 |
| Value | Count | Frequency (%) |
| True | 12691 | |
| False | 7077 |
| Value | Count | Frequency (%) |
| False | 16470 | |
| True | 3298 | 16.7% |
bio
Text
Missing 
| Distinct | 8641 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 10929 |
| Missing (%) | 55.3% |
| Memory size | 154.6 KiB |
Length
| Max length | 160 |
|---|---|
| Median length | 116 |
| Mean length | 61.460459 |
| Min length | 1 |
Unique
| Unique | 8,574 ? |
|---|---|
| Unique (%) | 97.0% |
Sample
| 1st row | I just press the buttons randomly, and the program evolves... |
|---|---|
| 2nd row | Time is unimportant, only life important. |
| 3rd row | Done studying. Need challenges. |
| 4th row | Administrator of MOONGIFT that is introducing open source software everyday to Japanese engineers since 2004. |
| 5th row | Senior Software Engineer at Google, working on Certificate Transparency and generalized transparency. |
| Value | Count | Frequency (%) |
| 3069 | 3.9% | |
| and | 2526 | 3.2% |
| engineer | 1583 | 2.0% |
| software | 1521 | 1.9% |
| of | 1488 | 1.9% |
| at | 1380 | 1.8% |
| developer | 1236 | 1.6% |
| the | 1086 | 1.4% |
| a | 1038 | 1.3% |
| i | 1033 | 1.3% |
| Other values (14754) | 62407 |
Most occurring characters
| Value | Count | Frequency (%) |
| 70014 | 12.9% | |
| e | 49589 | 9.1% |
| o | 32360 | 6.0% |
| n | 31402 | 5.8% |
| a | 31366 | 5.8% |
| t | 31195 | 5.7% |
| r | 31181 | 5.7% |
| i | 28526 | 5.3% |
| s | 19655 | 3.6% |
| l | 14767 | 2.7% |
| Other values (1736) | 203194 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 388595 | |
| Space Separator | 70192 | 12.9% |
| Uppercase Letter | 43745 | 8.1% |
| Other Punctuation | 23761 | 4.4% |
| Decimal Number | 3557 | 0.7% |
| Control | 2914 | 0.5% |
| Dash Punctuation | 2560 | 0.5% |
| Other Letter | 2016 | 0.4% |
| Other Symbol | 2014 | 0.4% |
| Math Symbol | 1750 | 0.3% |
| Other values (13) | 2145 | 0.4% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 的 | 25 | 1.2% |
| 一 | 20 | 1.0% |
| 不 | 20 | 1.0% |
| 人 | 14 | 0.7% |
| 者 | 13 | 0.6% |
| 程 | 13 | 0.6% |
| 码 | 12 | 0.6% |
| 行 | 11 | 0.5% |
| 以 | 11 | 0.5% |
| の | 11 | 0.5% |
| Other values (912) | 1866 |
Other Symbol
| Value | Count | Frequency (%) |
| ▄ | 141 | 7.0% |
| 💻 | 86 | 4.3% |
| 🍕 | 81 | 4.0% |
| ❤ | 71 | 3.5% |
| █ | 62 | 3.1% |
| 👨 | 58 | 2.9% |
| ✨ | 58 | 2.9% |
| 🚀 | 46 | 2.3% |
| 🐁 | 39 | 1.9% |
| ▀ | 39 | 1.9% |
| Other values (429) | 1333 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 49589 | |
| o | 32360 | 8.3% |
| n | 31402 | 8.1% |
| a | 31366 | 8.1% |
| t | 31195 | 8.0% |
| r | 31181 | 8.0% |
| i | 28526 | 7.3% |
| s | 19655 | 5.1% |
| l | 14767 | 3.8% |
| c | 14228 | 3.7% |
| Other values (137) | 104326 |
Nonspacing Mark
| Value | Count | Frequency (%) |
| ️ | 204 | |
| ̶ | 10 | 3.0% |
| ͡ | 6 | 1.8% |
| ̭ | 6 | 1.8% |
| ̯ | 6 | 1.8% |
| ͉ | 6 | 1.8% |
| ́ | 5 | 1.5% |
| ̘ | 4 | 1.2% |
| ̪ | 4 | 1.2% |
| ͜ | 4 | 1.2% |
| Other values (45) | 81 | 24.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 5685 | |
| C | 3807 | 8.7% |
| E | 3010 | 6.9% |
| I | 2927 | 6.7% |
| P | 2841 | 6.5% |
| D | 2744 | 6.3% |
| A | 2743 | 6.3% |
| M | 2331 | 5.3% |
| T | 2121 | 4.8% |
| F | 1734 | 4.0% |
| Other values (34) | 13802 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 7699 | |
| , | 5911 | |
| @ | 4168 | |
| / | 2005 | 8.4% |
| : | 865 | 3.6% |
| ' | 750 | 3.2% |
| & | 663 | 2.8% |
| ! | 383 | 1.6% |
| # | 310 | 1.3% |
| • | 221 | 0.9% |
| Other values (24) | 786 | 3.3% |
Math Symbol
| Value | Count | Frequency (%) |
| | | 1137 | |
| + | 407 | 23.3% |
| > | 70 | 4.0% |
| = | 43 | 2.5% |
| < | 39 | 2.2% |
| ~ | 26 | 1.5% |
| → | 8 | 0.5% |
| ← | 4 | 0.2% |
| ⋅ | 3 | 0.2% |
| ≖ | 2 | 0.1% |
| Other values (10) | 11 | 0.6% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 659 | |
| 0 | 591 | |
| 1 | 581 | |
| 3 | 361 | |
| 9 | 268 | |
| 8 | 240 | 6.7% |
| 6 | 234 | 6.6% |
| 4 | 224 | 6.3% |
| 5 | 216 | 6.1% |
| 7 | 179 | 5.0% |
| Other values (3) | 4 | 0.1% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 570 | |
| ] | 58 | 8.6% |
| } | 18 | 2.7% |
| ) | 9 | 1.3% |
| ❯ | 5 | 0.7% |
| 」 | 4 | 0.6% |
| 】 | 3 | 0.4% |
| 〉 | 2 | 0.3% |
| 》 | 1 | 0.1% |
| ༽ | 1 | 0.1% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 536 | |
| [ | 57 | 9.0% |
| { | 19 | 3.0% |
| ( | 7 | 1.1% |
| 【 | 3 | 0.5% |
| „ | 2 | 0.3% |
| ︵ | 2 | 0.3% |
| 「 | 2 | 0.3% |
| 《 | 1 | 0.2% |
| ༼ | 1 | 0.2% |
Modifier Symbol
| Value | Count | Frequency (%) |
| 🏻 | 30 | |
| ¯ | 16 | |
| ` | 14 | |
| 🏽 | 10 | 11.5% |
| 🏼 | 9 | 10.3% |
| ^ | 3 | 3.4% |
| 🏾 | 3 | 3.4% |
|  ̄ | 2 | 2.3% |
Private Use
| Value | Count | Frequency (%) |
| | 6 | |
| | 2 | 13.3% |
| | 2 | 13.3% |
| | 2 | 13.3% |
| | 1 | 6.7% |
| | 1 | 6.7% |
| | 1 | 6.7% |
Space Separator
| Value | Count | Frequency (%) |
| 70014 | ||
| 61 | 0.1% | |
| 48 | 0.1% | |
| 40 | 0.1% | |
| 27 | < 0.1% | |
| 2 | < 0.1% |
Modifier Letter
| Value | Count | Frequency (%) |
| ー | 10 | |
| ˌ | 2 | 12.5% |
| ˈ | 2 | 12.5% |
| ₑ | 1 | 6.2% |
| ː | 1 | 6.2% |
Other Number
| Value | Count | Frequency (%) |
| ² | 2 | |
| ⁵ | 1 | |
| ¹ | 1 | |
| ⁰ | 1 | |
| ¼ | 1 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2511 | |
| — | 30 | 1.2% |
| – | 18 | 0.7% |
| ― | 1 | < 0.1% |
Format
| Value | Count | Frequency (%) |
| | 142 | |
| | 2 | 1.4% |
| | 2 | 1.4% |
| | 1 | 0.7% |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 29 | |
| ” | 14 | |
| » | 5 | 10.4% |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 13 | |
| ₿ | 5 | 26.3% |
| £ | 1 | 5.3% |
Initial Punctuation
| Value | Count | Frequency (%) |
| “ | 12 | |
| ‘ | 4 | 23.5% |
| « | 1 | 5.9% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 147 | |
| ‿ | 5 | 3.3% |
Control
| Value | Count | Frequency (%) |
| 2914 |
Letter Number
| Value | Count | Frequency (%) |
| Ⅰ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 432048 | |
| Common | 108419 | 20.0% |
| Han | 1521 | 0.3% |
| Inherited | 478 | 0.1% |
| Cyrillic | 244 | < 0.1% |
| Hangul | 174 | < 0.1% |
| Hiragana | 155 | < 0.1% |
| Katakana | 79 | < 0.1% |
| Arabic | 67 | < 0.1% |
| Greek | 26 | < 0.1% |
| Other values (8) | 38 | < 0.1% |
Most frequent character per script
Han
| Value | Count | Frequency (%) |
| 的 | 25 | 1.6% |
| 一 | 20 | 1.3% |
| 不 | 20 | 1.3% |
| 人 | 14 | 0.9% |
| 者 | 13 | 0.9% |
| 程 | 13 | 0.9% |
| 码 | 12 | 0.8% |
| 行 | 11 | 0.7% |
| 以 | 11 | 0.7% |
| 有 | 11 | 0.7% |
| Other values (680) | 1371 |
Common
| Value | Count | Frequency (%) |
| 70014 | ||
| . | 7699 | 7.1% |
| , | 5911 | 5.5% |
| @ | 4168 | 3.8% |
| 2914 | 2.7% | |
| - | 2511 | 2.3% |
| / | 2005 | 1.8% |
| | | 1137 | 1.0% |
| : | 865 | 0.8% |
| ' | 750 | 0.7% |
| Other values (574) | 10445 | 9.6% |
Latin
| Value | Count | Frequency (%) |
| e | 49589 | 11.5% |
| o | 32360 | 7.5% |
| n | 31402 | 7.3% |
| a | 31366 | 7.3% |
| t | 31195 | 7.2% |
| r | 31181 | 7.2% |
| i | 28526 | 6.6% |
| s | 19655 | 4.5% |
| l | 14767 | 3.4% |
| c | 14228 | 3.3% |
| Other values (107) | 147779 |
Hangul
| Value | Count | Frequency (%) |
| ㅤ | 8 | 4.6% |
| 는 | 7 | 4.0% |
| 다 | 7 | 4.0% |
| 발 | 5 | 2.9% |
| 을 | 4 | 2.3% |
| 니 | 4 | 2.3% |
| 이 | 4 | 2.3% |
| 자 | 4 | 2.3% |
| 드 | 4 | 2.3% |
| 개 | 3 | 1.7% |
| Other values (102) | 124 |
Inherited
| Value | Count | Frequency (%) |
| ️ | 204 | |
| | 142 | |
| ̶ | 10 | 2.1% |
| ͡ | 6 | 1.3% |
| ̭ | 6 | 1.3% |
| ̯ | 6 | 1.3% |
| ͉ | 6 | 1.3% |
| ́ | 5 | 1.0% |
| ̘ | 4 | 0.8% |
| ̪ | 4 | 0.8% |
| Other values (46) | 85 |
Katakana
| Value | Count | Frequency (%) |
| ツ | 10 | 12.7% |
| コ | 4 | 5.1% |
| ム | 4 | 5.1% |
| ル | 3 | 3.8% |
| ァ | 3 | 3.8% |
| ン | 3 | 3.8% |
| ゲ | 3 | 3.8% |
| ロ | 3 | 3.8% |
| ラ | 3 | 3.8% |
| ジ | 2 | 2.5% |
| Other values (32) | 41 |
Cyrillic
| Value | Count | Frequency (%) |
| а | 27 | 11.1% |
| о | 18 | 7.4% |
| т | 18 | 7.4% |
| н | 14 | 5.7% |
| е | 13 | 5.3% |
| и | 12 | 4.9% |
| в | 12 | 4.9% |
| с | 11 | 4.5% |
| у | 9 | 3.7% |
| р | 8 | 3.3% |
| Other values (31) | 102 |
Hiragana
| Value | Count | Frequency (%) |
| の | 11 | 7.1% |
| し | 11 | 7.1% |
| す | 8 | 5.2% |
| い | 7 | 4.5% |
| を | 7 | 4.5% |
| た | 7 | 4.5% |
| ま | 7 | 4.5% |
| で | 6 | 3.9% |
| と | 6 | 3.9% |
| は | 6 | 3.9% |
| Other values (30) | 79 |
Arabic
| Value | Count | Frequency (%) |
| ا | 10 | |
| م | 8 | |
| و | 7 | |
| ت | 6 | 9.0% |
| ل | 5 | 7.5% |
| ر | 4 | 6.0% |
| ع | 4 | 6.0% |
| ة | 3 | 4.5% |
| ي | 3 | 4.5% |
| ى | 2 | 3.0% |
| Other values (12) | 15 |
Greek
| Value | Count | Frequency (%) |
| ω | 4 | |
| λ | 3 | |
| π | 2 | 7.7% |
| ς | 2 | 7.7% |
| ρ | 2 | 7.7% |
| θ | 2 | 7.7% |
| ν | 1 | 3.8% |
| Θ | 1 | 3.8% |
| ο | 1 | 3.8% |
| δ | 1 | 3.8% |
| Other values (7) | 7 |
Hebrew
| Value | Count | Frequency (%) |
| מ | 2 | |
| ר | 2 | |
| ש | 2 | |
| ו | 1 | |
| א | 1 | |
| ל | 1 | |
| ע | 1 | |
| ה | 1 | |
| ח | 1 | |
| י | 1 |
Unknown
| Value | Count | Frequency (%) |
| | 6 | |
| | 2 | 13.3% |
| | 2 | 13.3% |
| | 2 | 13.3% |
| | 1 | 6.7% |
| | 1 | 6.7% |
| | 1 | 6.7% |
Tibetan
| Value | Count | Frequency (%) |
| ༼ | 1 | |
| ༽ | 1 |
Thai
| Value | Count | Frequency (%) |
| ๑ | 2 |
Kannada
| Value | Count | Frequency (%) |
| ಠ | 2 |
Mandaic
| Value | Count | Frequency (%) |
| ࡇ | 1 |
Egyptian_Hieroglyphs
| Value | Count | Frequency (%) |
| 𓀡 | 1 |
Devanagari
| Value | Count | Frequency (%) |
| ॐ | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 537268 | |
| None | 1839 | 0.3% |
| CJK | 1521 | 0.3% |
| Punctuation | 576 | 0.1% |
| Block Elements | 255 | < 0.1% |
| Cyrillic | 244 | < 0.1% |
| VS | 205 | < 0.1% |
| Enclosed Alphanum Sup | 181 | < 0.1% |
| Hangul | 165 | < 0.1% |
| Dingbats | 160 | < 0.1% |
| Other values (35) | 835 | 0.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 70014 | 13.0% | |
| e | 49589 | 9.2% |
| o | 32360 | 6.0% |
| n | 31402 | 5.8% |
| a | 31366 | 5.8% |
| t | 31195 | 5.8% |
| r | 31181 | 5.8% |
| i | 28526 | 5.3% |
| s | 19655 | 3.7% |
| l | 14767 | 2.7% |
| Other values (86) | 197213 |
Punctuation
| Value | Count | Frequency (%) |
| • | 221 | |
| | 142 | |
| 48 | 8.3% | |
| — | 30 | 5.2% |
| ’ | 29 | 5.0% |
| 27 | 4.7% | |
| – | 18 | 3.1% |
| ” | 14 | 2.4% |
| … | 12 | 2.1% |
| “ | 12 | 2.1% |
| Other values (10) | 23 | 4.0% |
VS
| Value | Count | Frequency (%) |
| ️ | 204 | |
| ︎ | 1 | 0.5% |
Block Elements
| Value | Count | Frequency (%) |
| ▄ | 141 | |
| █ | 62 | |
| ▀ | 39 | 15.3% |
| ░ | 11 | 4.3% |
| ▐ | 1 | 0.4% |
| ▌ | 1 | 0.4% |
None
| Value | Count | Frequency (%) |
| 💻 | 86 | 4.7% |
| 🍕 | 81 | 4.4% |
| , | 73 | 4.0% |
| 61 | 3.3% | |
| 👨 | 58 | 3.2% |
| 。 | 55 | 3.0% |
| · | 54 | 2.9% |
| 🚀 | 46 | 2.5% |
| 40 | 2.2% | |
| 🐁 | 39 | 2.1% |
| Other values (407) | 1246 |
Dingbats
| Value | Count | Frequency (%) |
| ❤ | 71 | |
| ✨ | 58 | |
| ✌ | 5 | 3.1% |
| ❯ | 5 | 3.1% |
| ✍ | 3 | 1.9% |
| ❄ | 2 | 1.2% |
| ✊ | 2 | 1.2% |
| ✝ | 2 | 1.2% |
| ❞ | 1 | 0.6% |
| ❝ | 1 | 0.6% |
| Other values (10) | 10 | 6.2% |
Enclosed Alphanum Sup
| Value | Count | Frequency (%) |
| 🇦 | 31 | |
| 🇺 | 29 | |
| 🇧 | 17 | |
| 🇷 | 15 | |
| 🇨 | 15 | |
| 🇬 | 11 | 6.1% |
| 🇪 | 8 | 4.4% |
| 🇸 | 8 | 4.4% |
| 🇾 | 6 | 3.3% |
| 🇮 | 6 | 3.3% |
| Other values (13) | 35 |
Misc Symbols
| Value | Count | Frequency (%) |
| ♂ | 30 | |
| ⚡ | 21 | |
| ☕ | 14 | |
| ♥ | 12 | 8.8% |
| ☁ | 9 | 6.6% |
| ⚛ | 5 | 3.6% |
| ⚙ | 4 | 2.9% |
| ⚧ | 4 | 2.9% |
| ♀ | 3 | 2.2% |
| ⚫ | 3 | 2.2% |
| Other values (24) | 32 |
Cyrillic
| Value | Count | Frequency (%) |
| а | 27 | 11.1% |
| о | 18 | 7.4% |
| т | 18 | 7.4% |
| н | 14 | 5.7% |
| е | 13 | 5.3% |
| и | 12 | 4.9% |
| в | 12 | 4.9% |
| с | 11 | 4.5% |
| у | 9 | 3.7% |
| р | 8 | 3.3% |
| Other values (31) | 102 |
CJK
| Value | Count | Frequency (%) |
| 的 | 25 | 1.6% |
| 一 | 20 | 1.3% |
| 不 | 20 | 1.3% |
| 人 | 14 | 0.9% |
| 者 | 13 | 0.9% |
| 程 | 13 | 0.9% |
| 码 | 12 | 0.8% |
| 行 | 11 | 0.7% |
| 以 | 11 | 0.7% |
| 有 | 11 | 0.7% |
| Other values (680) | 1371 |
Hiragana
| Value | Count | Frequency (%) |
| の | 11 | 7.1% |
| し | 11 | 7.1% |
| す | 8 | 5.2% |
| い | 7 | 4.5% |
| を | 7 | 4.5% |
| た | 7 | 4.5% |
| ま | 7 | 4.5% |
| で | 6 | 3.9% |
| と | 6 | 3.9% |
| は | 6 | 3.9% |
| Other values (30) | 79 |
Katakana
| Value | Count | Frequency (%) |
| ー | 10 | 11.9% |
| ツ | 10 | 11.9% |
| ・ | 5 | 6.0% |
| コ | 4 | 4.8% |
| ム | 4 | 4.8% |
| ル | 3 | 3.6% |
| ン | 3 | 3.6% |
| ゲ | 3 | 3.6% |
| ロ | 3 | 3.6% |
| ラ | 3 | 3.6% |
| Other values (27) | 36 |
Arabic
| Value | Count | Frequency (%) |
| ا | 10 | |
| م | 8 | |
| و | 7 | |
| ت | 6 | 8.8% |
| ل | 5 | 7.4% |
| ر | 4 | 5.9% |
| ع | 4 | 5.9% |
| ة | 3 | 4.4% |
| ي | 3 | 4.4% |
| ى | 2 | 2.9% |
| Other values (13) | 16 |
Diacriticals
| Value | Count | Frequency (%) |
| ̶ | 10 | 7.8% |
| ͡ | 6 | 4.7% |
| ̭ | 6 | 4.7% |
| ̯ | 6 | 4.7% |
| ͉ | 6 | 4.7% |
| ́ | 5 | 3.9% |
| ̘ | 4 | 3.1% |
| ̪ | 4 | 3.1% |
| ͜ | 4 | 3.1% |
| ̩ | 4 | 3.1% |
| Other values (40) | 73 |
Compat Jamo
| Value | Count | Frequency (%) |
| ㅤ | 8 |
Geometric Shapes Ext
| Value | Count | Frequency (%) |
| 🟦 | 8 | |
| 🟨 | 6 |
Arrows
| Value | Count | Frequency (%) |
| → | 8 | |
| ← | 4 | |
| ⇋ | 3 | 20.0% |
Emoticons
| Value | Count | Frequency (%) |
| 🙈 | 7 | 11.9% |
| 🙉 | 6 | 10.2% |
| 😄 | 4 | 6.8% |
| 🙂 | 4 | 6.8% |
| 😎 | 3 | 5.1% |
| 😉 | 2 | 3.4% |
| 🙏 | 2 | 3.4% |
| 😍 | 2 | 3.4% |
| 😁 | 2 | 3.4% |
| 😋 | 2 | 3.4% |
| Other values (18) | 25 |
Hangul
| Value | Count | Frequency (%) |
| 는 | 7 | 4.2% |
| 다 | 7 | 4.2% |
| 발 | 5 | 3.0% |
| 을 | 4 | 2.4% |
| 니 | 4 | 2.4% |
| 이 | 4 | 2.4% |
| 자 | 4 | 2.4% |
| 드 | 4 | 2.4% |
| 개 | 3 | 1.8% |
| 화 | 3 | 1.8% |
| Other values (100) | 120 |
Geometric Shapes
| Value | Count | Frequency (%) |
| ◕ | 6 | |
| ▲ | 2 | 10.5% |
| ○ | 2 | 10.5% |
| ▽ | 2 | 10.5% |
| ◉ | 2 | 10.5% |
| □ | 2 | 10.5% |
| ● | 1 | 5.3% |
| ◦ | 1 | 5.3% |
| ▸ | 1 | 5.3% |
Box Drawing
| Value | Count | Frequency (%) |
| ┻ | 6 | |
| ╯ | 6 | |
| ║ | 5 | |
| ━ | 3 | |
| ╬ | 1 | 4.8% |
PUA
| Value | Count | Frequency (%) |
| | 6 | |
| | 2 | 13.3% |
| | 2 | 13.3% |
| | 2 | 13.3% |
| | 1 | 6.7% |
| | 1 | 6.7% |
| | 1 | 6.7% |
Letterlike Symbols
| Value | Count | Frequency (%) |
| ™ | 5 |
Currency Symbols
| Value | Count | Frequency (%) |
| ₿ | 5 |
Sup Punctuation
| Value | Count | Frequency (%) |
| ⸱ | 4 |
Math Operators
| Value | Count | Frequency (%) |
| ⋅ | 3 | |
| ≖ | 2 | |
| ∠ | 2 | |
| ≧ | 1 | 7.7% |
| ≦ | 1 | 7.7% |
| ∀ | 1 | 7.7% |
| ≺ | 1 | 7.7% |
| ⊂ | 1 | 7.7% |
| ⊃ | 1 | 7.7% |
Hebrew
| Value | Count | Frequency (%) |
| מ | 2 | |
| ר | 2 | |
| ש | 2 | |
| ו | 1 | |
| א | 1 | |
| ל | 1 | |
| ע | 1 | |
| ה | 1 | |
| ח | 1 | |
| י | 1 |
Misc Technical
| Value | Count | Frequency (%) |
| ⎈ | 2 | |
| ⌚ | 1 | |
| ⏱ | 1 | |
| ⌁ | 1 | |
| ⌘ | 1 | |
| ⏳ | 1 |
IPA Ext
| Value | Count | Frequency (%) |
| ʖ | 2 | |
| ʕ | 1 | |
| ʔ | 1 | |
| ʀ | 1 | |
| ɴ | 1 | |
| ɾ | 1 | |
| ɚ | 1 | |
| ɹ | 1 | |
| ɛ | 1 |
Math Alphanum
| Value | Count | Frequency (%) |
| 𝘵 | 2 | 8.3% |
| 𝘴 | 2 | 8.3% |
| 𝘭 | 2 | 8.3% |
| 𝘶 | 2 | 8.3% |
| 𝒾 | 1 | 4.2% |
| 𝒽 | 1 | 4.2% |
| 𝐂 | 1 | 4.2% |
| 𝐑 | 1 | 4.2% |
| 𝟎 | 1 | 4.2% |
| 𝟖 | 1 | 4.2% |
| Other values (10) | 10 |
Phonetic Ext
| Value | Count | Frequency (%) |
| ᴥ | 2 | |
| ᴏ | 1 | |
| ᴛ | 1 | |
| ᴇ | 1 | |
| ᴍ | 1 |
Thai
| Value | Count | Frequency (%) |
| ๑ | 2 |
CJK Compat Forms
| Value | Count | Frequency (%) |
| ︵ | 2 |
Modifier Letters
| Value | Count | Frequency (%) |
| ˌ | 2 | |
| ˈ | 2 | |
| ː | 1 |
Kannada
| Value | Count | Frequency (%) |
| ಠ | 2 |
Diacriticals Sup
| Value | Count | Frequency (%) |
| ᷄ | 1 | |
| ᷅ | 1 |
Mandaic
| Value | Count | Frequency (%) |
| ࡇ | 1 |
Mahjong
| Value | Count | Frequency (%) |
| 🀄 | 1 |
Jamo
| Value | Count | Frequency (%) |
| ᅟ | 1 |
Number Forms
| Value | Count | Frequency (%) |
| Ⅰ | 1 |
Latin Ext Additional
| Value | Count | Frequency (%) |
| ờ | 1 | |
| ṃ | 1 |
Egyptian Hieroglyphs
| Value | Count | Frequency (%) |
| 𓀡 | 1 |
Enclosed Alphanum
| Value | Count | Frequency (%) |
| Ⓐ | 1 |
Tibetan
| Value | Count | Frequency (%) |
| ༼ | 1 | |
| ༽ | 1 |
Devanagari
| Value | Count | Frequency (%) |
| ॐ | 1 |
public_repos
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 674 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.139215 |
| Minimum | 0 |
|---|---|
| Maximum | 50000 |
| Zeros | 942 |
| Zeros (%) | 4.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 11 |
| median | 35 |
| Q3 | 83 |
| 95-th percentile | 250 |
| Maximum | 50000 |
| Range | 50000 |
| Interquartile range (IQR) | 72 |
Descriptive statistics
| Standard deviation | 574.75022 |
|---|---|
| Coefficient of variation (CV) | 6.8309434 |
| Kurtosis | 3700.1203 |
| Mean | 84.139215 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | 53.884747 |
| Sum | 1663264 |
| Variance | 330337.81 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 942 | 4.8% |
| 1 | 551 | 2.8% |
| 2 | 465 | 2.4% |
| 3 | 396 | 2.0% |
| 4 | 380 | 1.9% |
| 6 | 364 | 1.8% |
| 5 | 357 | 1.8% |
| 7 | 330 | 1.7% |
| 9 | 312 | 1.6% |
| 8 | 307 | 1.6% |
| Other values (664) | 15364 |
| Value | Count | Frequency (%) |
| 0 | 942 | |
| 1 | 551 | |
| 2 | 465 | |
| 3 | 396 | |
| 4 | 380 | |
| 5 | 357 | 1.8% |
| 6 | 364 | 1.8% |
| 7 | 330 | 1.7% |
| 8 | 307 | 1.6% |
| 9 | 312 | 1.6% |
| Value | Count | Frequency (%) |
| 50000 | 1 | |
| 27746 | 1 | |
| 26360 | 1 | |
| 22618 | 1 | |
| 20693 | 1 | |
| 17425 | 1 | |
| 16985 | 1 | |
| 16839 | 1 | |
| 9666 | 1 | |
| 9554 | 1 |
public_gists
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 359 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.214083 |
| Minimum | 0 |
|---|---|
| Maximum | 55781 |
| Zeros | 7961 |
| Zeros (%) | 40.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 10 |
| 95-th percentile | 66 |
| Maximum | 55781 |
| Range | 55781 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 635.69014 |
|---|---|
| Coefficient of variation (CV) | 25.211709 |
| Kurtosis | 5955.7935 |
| Mean | 25.214083 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 74.090637 |
| Sum | 498432 |
| Variance | 404101.96 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7961 | |
| 1 | 1873 | 9.5% |
| 2 | 1152 | 5.8% |
| 3 | 823 | 4.2% |
| 4 | 665 | 3.4% |
| 5 | 627 | 3.2% |
| 6 | 488 | 2.5% |
| 7 | 405 | 2.0% |
| 9 | 327 | 1.7% |
| 8 | 318 | 1.6% |
| Other values (349) | 5129 |
| Value | Count | Frequency (%) |
| 0 | 7961 | |
| 1 | 1873 | 9.5% |
| 2 | 1152 | 5.8% |
| 3 | 823 | 4.2% |
| 4 | 665 | 3.4% |
| 5 | 627 | 3.2% |
| 6 | 488 | 2.5% |
| 7 | 405 | 2.0% |
| 8 | 318 | 1.6% |
| 9 | 327 | 1.7% |
| Value | Count | Frequency (%) |
| 55781 | 1 | |
| 53660 | 1 | |
| 28943 | 1 | |
| 26879 | 1 | |
| 15482 | 1 | |
| 10604 | 1 | |
| 3450 | 1 | |
| 3170 | 1 | |
| 2565 | 1 | |
| 1750 | 1 |
followers
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 1598 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 245.49702 |
| Minimum | 0 |
|---|---|
| Maximum | 95752 |
| Zeros | 1445 |
| Zeros (%) | 7.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 33 |
| Q3 | 125 |
| 95-th percentile | 836 |
| Maximum | 95752 |
| Range | 95752 |
| Interquartile range (IQR) | 118 |
Descriptive statistics
| Standard deviation | 1535.94 |
|---|---|
| Coefficient of variation (CV) | 6.2564506 |
| Kurtosis | 1570.3008 |
| Mean | 245.49702 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | 32.466028 |
| Sum | 4852985 |
| Variance | 2359111.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1445 | 7.3% |
| 1 | 803 | 4.1% |
| 2 | 623 | 3.2% |
| 3 | 515 | 2.6% |
| 4 | 450 | 2.3% |
| 5 | 415 | 2.1% |
| 6 | 396 | 2.0% |
| 7 | 347 | 1.8% |
| 8 | 338 | 1.7% |
| 9 | 311 | 1.6% |
| Other values (1588) | 14125 |
| Value | Count | Frequency (%) |
| 0 | 1445 | |
| 1 | 803 | |
| 2 | 623 | |
| 3 | 515 | 2.6% |
| 4 | 450 | 2.3% |
| 5 | 415 | 2.1% |
| 6 | 396 | 2.0% |
| 7 | 347 | 1.8% |
| 8 | 338 | 1.7% |
| 9 | 311 | 1.6% |
| Value | Count | Frequency (%) |
| 95752 | 1 | |
| 84979 | 1 | |
| 66203 | 1 | |
| 58452 | 1 | |
| 31120 | 1 | |
| 30287 | 1 | |
| 29719 | 1 | |
| 29414 | 1 | |
| 28411 | 1 | |
| 25815 | 1 |
following
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 620 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.520741 |
| Minimum | 0 |
|---|---|
| Maximum | 27775 |
| Zeros | 6017 |
| Zeros (%) | 30.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 22 |
| 95-th percentile | 148 |
| Maximum | 27775 |
| Range | 27775 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 366.79344 |
|---|---|
| Coefficient of variation (CV) | 8.2387093 |
| Kurtosis | 2260.6155 |
| Mean | 44.520741 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 39.874154 |
| Sum | 880086 |
| Variance | 134537.43 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6017 | |
| 1 | 1734 | 8.8% |
| 2 | 1092 | 5.5% |
| 3 | 794 | 4.0% |
| 4 | 602 | 3.0% |
| 5 | 533 | 2.7% |
| 6 | 484 | 2.4% |
| 7 | 407 | 2.1% |
| 8 | 368 | 1.9% |
| 9 | 322 | 1.6% |
| Other values (610) | 7415 |
| Value | Count | Frequency (%) |
| 0 | 6017 | |
| 1 | 1734 | 8.8% |
| 2 | 1092 | 5.5% |
| 3 | 794 | 4.0% |
| 4 | 602 | 3.0% |
| 5 | 533 | 2.7% |
| 6 | 484 | 2.4% |
| 7 | 407 | 2.1% |
| 8 | 368 | 1.9% |
| 9 | 322 | 1.6% |
| Value | Count | Frequency (%) |
| 27775 | 1 | |
| 16741 | 1 | |
| 15931 | 1 | |
| 11921 | 1 | |
| 10268 | 1 | |
| 9720 | 1 | |
| 9686 | 1 | |
| 9532 | 1 | |
| 9367 | 1 | |
| 7374 | 1 |
created_at
Real number (ℝ)
High correlation 
| Distinct | 19767 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4145822 × 109 |
| Minimum | 1.2014178 × 109 |
|---|---|
| Maximum | 1.6399782 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.6 KiB |
Quantile statistics
| Minimum | 1.2014178 × 109 |
|---|---|
| 5-th percentile | 1.2494106 × 109 |
| Q1 | 1.3331265 × 109 |
| median | 1.4031753 × 109 |
| Q3 | 1.4978973 × 109 |
| 95-th percentile | 1.5973464 × 109 |
| Maximum | 1.6399782 × 109 |
| Range | 4.3856039 × 108 |
| Interquartile range (IQR) | 1.6477081 × 108 |
Descriptive statistics
| Standard deviation | 1.0675296 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.075466074 |
| Kurtosis | -0.89541378 |
| Mean | 1.4145822 × 109 |
| Median Absolute Deviation (MAD) | 80133068 |
| Skewness | 0.18356714 |
| Sum | 2.7963461 × 1013 |
| Variance | 1.1396195 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1247664042 | 2 | < 0.1% |
| 1317058023 | 1 | < 0.1% |
| 1417180054 | 1 | < 0.1% |
| 1341720219 | 1 | < 0.1% |
| 1348424237 | 1 | < 0.1% |
| 1271356600 | 1 | < 0.1% |
| 1336009883 | 1 | < 0.1% |
| 1301066311 | 1 | < 0.1% |
| 1287340808 | 1 | < 0.1% |
| 1326725682 | 1 | < 0.1% |
| Other values (19757) | 19757 |
| Value | Count | Frequency (%) |
| 1201417787 | 1 | |
| 1201596634 | 1 | |
| 1202080438 | 1 | |
| 1202170661 | 1 | |
| 1202362686 | 1 | |
| 1202770412 | 1 | |
| 1202891072 | 1 | |
| 1202925333 | 1 | |
| 1202925642 | 1 | |
| 1202927153 | 1 |
| Value | Count | Frequency (%) |
| 1639978181 | 1 | |
| 1639063718 | 1 | |
| 1638745117 | 1 | |
| 1638268856 | 1 | |
| 1637693729 | 1 | |
| 1637692402 | 1 | |
| 1637686847 | 1 | |
| 1637587854 | 1 | |
| 1637513272 | 1 | |
| 1637212252 | 1 |
updated_at
Real number (ℝ)
High correlation 
| Distinct | 19633 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6896785 × 109 |
| Minimum | 1.4706947 × 109 |
|---|---|
| Maximum | 1.697294 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.6 KiB |
Quantile statistics
| Minimum | 1.4706947 × 109 |
|---|---|
| 5-th percentile | 1.6595533 × 109 |
| Q1 | 1.6915382 × 109 |
| median | 1.6954963 × 109 |
| Q3 | 1.6966558 × 109 |
| 95-th percentile | 1.6971782 × 109 |
| Maximum | 1.697294 × 109 |
| Range | 2.2659934 × 108 |
| Interquartile range (IQR) | 5117602.8 |
Descriptive statistics
| Standard deviation | 18095580 |
|---|---|
| Coefficient of variation (CV) | 0.010709481 |
| Kurtosis | 35.311546 |
| Mean | 1.6896785 × 109 |
| Median Absolute Deviation (MAD) | 1477031 |
| Skewness | -5.2026243 |
| Sum | 3.3401565 × 1013 |
| Variance | 3.2745002 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1697023264 | 3 | < 0.1% |
| 1697023072 | 3 | < 0.1% |
| 1695900030 | 3 | < 0.1% |
| 1695900245 | 3 | < 0.1% |
| 1695468012 | 3 | < 0.1% |
| 1697023048 | 3 | < 0.1% |
| 1696356868 | 3 | < 0.1% |
| 1695899963 | 2 | < 0.1% |
| 1696591930 | 2 | < 0.1% |
| 1696418321 | 2 | < 0.1% |
| Other values (19623) | 19741 |
| Value | Count | Frequency (%) |
| 1470694689 | 1 | |
| 1497465171 | 1 | |
| 1497465692 | 1 | |
| 1497469793 | 1 | |
| 1497470617 | 1 | |
| 1497470746 | 1 | |
| 1497471211 | 1 | |
| 1497471213 | 1 | |
| 1497471722 | 1 | |
| 1499154173 | 1 |
| Value | Count | Frequency (%) |
| 1697294028 | 1 | |
| 1697290182 | 1 | |
| 1697288420 | 1 | |
| 1697288225 | 1 | |
| 1697288102 | 1 | |
| 1697287820 | 1 | |
| 1697287405 | 1 | |
| 1697287346 | 1 | |
| 1697287260 | 1 | |
| 1697287051 | 1 |
text_bot_count
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.061361797 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 19003 |
| Zeros (%) | 96.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.34100309 |
|---|---|
| Coefficient of variation (CV) | 5.5572539 |
| Kurtosis | 51.672415 |
| Mean | 0.061361797 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.674794 |
| Sum | 1213 |
| Variance | 0.11628311 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19003 | |
| 1 | 425 | 2.1% |
| 2 | 251 | 1.3% |
| 3 | 75 | 0.4% |
| 4 | 9 | < 0.1% |
| 5 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 19003 | |
| 1 | 425 | 2.1% |
| 2 | 251 | 1.3% |
| 3 | 75 | 0.4% |
| 4 | 9 | < 0.1% |
| 5 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 5 | < 0.1% |
| 4 | 9 | < 0.1% |
| 3 | 75 | 0.4% |
| 2 | 251 | 1.3% |
| 1 | 425 | 2.1% |
| 0 | 19003 |
public_repos_log
Real number (ℝ)
High correlation  Zeros 
| Distinct | 674 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3934449 |
| Minimum | 0 |
|---|---|
| Maximum | 10.819798 |
| Zeros | 942 |
| Zeros (%) | 4.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.69314718 |
| Q1 | 2.4849066 |
| median | 3.5835189 |
| Q3 | 4.4308168 |
| 95-th percentile | 5.5254529 |
| Maximum | 10.819798 |
| Range | 10.819798 |
| Interquartile range (IQR) | 1.9459101 |
Descriptive statistics
| Standard deviation | 1.4801216 |
|---|---|
| Coefficient of variation (CV) | 0.4361708 |
| Kurtosis | 0.063401207 |
| Mean | 3.3934449 |
| Median Absolute Deviation (MAD) | 0.94446161 |
| Skewness | -0.38244821 |
| Sum | 67081.618 |
| Variance | 2.1907598 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 942 | 4.8% |
| 0.6931471806 | 551 | 2.8% |
| 1.098612289 | 465 | 2.4% |
| 1.386294361 | 396 | 2.0% |
| 1.609437912 | 380 | 1.9% |
| 1.945910149 | 364 | 1.8% |
| 1.791759469 | 357 | 1.8% |
| 2.079441542 | 330 | 1.7% |
| 2.302585093 | 312 | 1.6% |
| 2.197224577 | 307 | 1.6% |
| Other values (664) | 15364 |
| Value | Count | Frequency (%) |
| 0 | 942 | |
| 0.6931471806 | 551 | |
| 1.098612289 | 465 | |
| 1.386294361 | 396 | |
| 1.609437912 | 380 | |
| 1.791759469 | 357 | 1.8% |
| 1.945910149 | 364 | 1.8% |
| 2.079441542 | 330 | 1.7% |
| 2.197224577 | 307 | 1.6% |
| 2.302585093 | 312 | 1.6% |
| Value | Count | Frequency (%) |
| 10.81979828 | 1 | |
| 10.23088301 | 1 | |
| 10.17964092 | 1 | |
| 10.02654554 | 1 | |
| 9.937599082 | 1 | |
| 9.765718623 | 1 | |
| 9.740144754 | 1 | |
| 9.731512288 | 1 | |
| 9.176473302 | 1 | |
| 9.164819857 | 1 |
public_gists_log
Real number (ℝ)
High correlation  Zeros 
| Distinct | 359 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3667909 |
| Minimum | 0 |
|---|---|
| Maximum | 10.929207 |
| Zeros | 7961 |
| Zeros (%) | 40.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.0986123 |
| Q3 | 2.3978953 |
| 95-th percentile | 4.2046926 |
| Maximum | 10.929207 |
| Range | 10.929207 |
| Interquartile range (IQR) | 2.3978953 |
Descriptive statistics
| Standard deviation | 1.4937885 |
|---|---|
| Coefficient of variation (CV) | 1.0929166 |
| Kurtosis | 0.26107473 |
| Mean | 1.3667909 |
| Median Absolute Deviation (MAD) | 1.0986123 |
| Skewness | 0.93069164 |
| Sum | 27018.723 |
| Variance | 2.231404 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7961 | |
| 0.6931471806 | 1873 | 9.5% |
| 1.098612289 | 1152 | 5.8% |
| 1.386294361 | 823 | 4.2% |
| 1.609437912 | 665 | 3.4% |
| 1.791759469 | 627 | 3.2% |
| 1.945910149 | 488 | 2.5% |
| 2.079441542 | 405 | 2.0% |
| 2.302585093 | 327 | 1.7% |
| 2.197224577 | 318 | 1.6% |
| Other values (349) | 5129 |
| Value | Count | Frequency (%) |
| 0 | 7961 | |
| 0.6931471806 | 1873 | 9.5% |
| 1.098612289 | 1152 | 5.8% |
| 1.386294361 | 823 | 4.2% |
| 1.609437912 | 665 | 3.4% |
| 1.791759469 | 627 | 3.2% |
| 1.945910149 | 488 | 2.5% |
| 2.079441542 | 405 | 2.0% |
| 2.197224577 | 318 | 1.6% |
| 2.302585093 | 327 | 1.7% |
| Value | Count | Frequency (%) |
| 10.92920652 | 1 | |
| 10.89044176 | 1 | |
| 10.27311821 | 1 | |
| 10.19913779 | 1 | |
| 9.647497927 | 1 | |
| 9.269080867 | 1 | |
| 8.146419323 | 1 | |
| 8.061802275 | 1 | |
| 7.850103545 | 1 | |
| 7.467942332 | 1 |
followers_log
Real number (ℝ)
High correlation  Zeros 
| Distinct | 1598 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5025164 |
| Minimum | 0 |
|---|---|
| Maximum | 11.469527 |
| Zeros | 1445 |
| Zeros (%) | 7.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.0794415 |
| median | 3.5263605 |
| Q3 | 4.8362819 |
| 95-th percentile | 6.7298241 |
| Maximum | 11.469527 |
| Range | 11.469527 |
| Interquartile range (IQR) | 2.7568404 |
Descriptive statistics
| Standard deviation | 1.9557633 |
|---|---|
| Coefficient of variation (CV) | 0.55838804 |
| Kurtosis | -0.29389155 |
| Mean | 3.5025164 |
| Median Absolute Deviation (MAD) | 1.3291359 |
| Skewness | 0.12973968 |
| Sum | 69237.744 |
| Variance | 3.8250099 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1445 | 7.3% |
| 0.6931471806 | 803 | 4.1% |
| 1.098612289 | 623 | 3.2% |
| 1.386294361 | 515 | 2.6% |
| 1.609437912 | 450 | 2.3% |
| 1.791759469 | 415 | 2.1% |
| 1.945910149 | 396 | 2.0% |
| 2.079441542 | 347 | 1.8% |
| 2.197224577 | 338 | 1.7% |
| 2.302585093 | 311 | 1.6% |
| Other values (1588) | 14125 |
| Value | Count | Frequency (%) |
| 0 | 1445 | |
| 0.6931471806 | 803 | |
| 1.098612289 | 623 | |
| 1.386294361 | 515 | 2.6% |
| 1.609437912 | 450 | 2.3% |
| 1.791759469 | 415 | 2.1% |
| 1.945910149 | 396 | 2.0% |
| 2.079441542 | 347 | 1.8% |
| 2.197224577 | 338 | 1.7% |
| 2.302585093 | 311 | 1.6% |
| Value | Count | Frequency (%) |
| 11.46952724 | 1 | |
| 11.35017121 | 1 | |
| 11.10049616 | 1 | |
| 10.97597829 | 1 | |
| 10.34563811 | 1 | |
| 10.31850687 | 1 | |
| 10.2995755 | 1 | |
| 10.28926003 | 1 | |
| 10.25456687 | 1 | |
| 10.15874973 | 1 |
following_log
Real number (ℝ)
High correlation  Zeros 
| Distinct | 620 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8589591 |
| Minimum | 0 |
|---|---|
| Maximum | 10.231928 |
| Zeros | 6017 |
| Zeros (%) | 30.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.6094379 |
| Q3 | 3.1354942 |
| 95-th percentile | 5.0039463 |
| Maximum | 10.231928 |
| Range | 10.231928 |
| Interquartile range (IQR) | 3.1354942 |
Descriptive statistics
| Standard deviation | 1.743082 |
|---|---|
| Coefficient of variation (CV) | 0.93766562 |
| Kurtosis | -0.25441172 |
| Mean | 1.8589591 |
| Median Absolute Deviation (MAD) | 1.6094379 |
| Skewness | 0.68128993 |
| Sum | 36747.903 |
| Variance | 3.0383349 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6017 | |
| 0.6931471806 | 1734 | 8.8% |
| 1.098612289 | 1092 | 5.5% |
| 1.386294361 | 794 | 4.0% |
| 1.609437912 | 602 | 3.0% |
| 1.791759469 | 533 | 2.7% |
| 1.945910149 | 484 | 2.4% |
| 2.079441542 | 407 | 2.1% |
| 2.197224577 | 368 | 1.9% |
| 2.302585093 | 322 | 1.6% |
| Other values (610) | 7415 |
| Value | Count | Frequency (%) |
| 0 | 6017 | |
| 0.6931471806 | 1734 | 8.8% |
| 1.098612289 | 1092 | 5.5% |
| 1.386294361 | 794 | 4.0% |
| 1.609437912 | 602 | 3.0% |
| 1.791759469 | 533 | 2.7% |
| 1.945910149 | 484 | 2.4% |
| 2.079441542 | 407 | 2.1% |
| 2.197224577 | 368 | 1.9% |
| 2.302585093 | 322 | 1.6% |
| Value | Count | Frequency (%) |
| 10.23192762 | 1 | |
| 9.725675811 | 1 | |
| 9.676084944 | 1 | |
| 9.386140712 | 1 | |
| 9.236884927 | 1 | |
| 9.182043773 | 1 | |
| 9.178540059 | 1 | |
| 9.162514742 | 1 | |
| 9.145054905 | 1 | |
| 8.905851181 | 1 |
Interactions
Correlations
| blog | company | created_at | followers | followers_log | following | following_log | hireable | label | location | public_gists | public_gists_log | public_repos | public_repos_log | site_admin | text_bot_count | type | updated_at | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| blog | 1.000 | 0.258 | 0.287 | 0.046 | 0.427 | 0.022 | 0.359 | 0.218 | 0.024 | 0.369 | 0.012 | 0.357 | 0.000 | 0.365 | 0.005 | 0.062 | 0.080 | 0.156 |
| company | 0.258 | 1.000 | 0.170 | 0.018 | 0.259 | 0.005 | 0.196 | 0.057 | 0.070 | 0.392 | 0.000 | 0.180 | 0.010 | 0.198 | 0.025 | 0.069 | 0.102 | 0.139 |
| created_at | 0.287 | 0.170 | 1.000 | -0.499 | -0.499 | -0.260 | -0.260 | 0.108 | 0.111 | 0.266 | -0.529 | -0.529 | -0.463 | -0.463 | 0.022 | 0.143 | 0.148 | -0.180 |
| followers | 0.046 | 0.018 | -0.499 | 1.000 | 1.000 | 0.537 | 0.537 | 0.000 | 0.000 | 0.020 | 0.597 | 0.597 | 0.651 | 0.651 | 0.000 | -0.150 | 0.000 | 0.296 |
| followers_log | 0.427 | 0.259 | -0.499 | 1.000 | 1.000 | 0.537 | 0.537 | 0.214 | 0.163 | 0.398 | 0.597 | 0.597 | 0.651 | 0.651 | 0.079 | -0.150 | 0.226 | 0.296 |
| following | 0.022 | 0.005 | -0.260 | 0.537 | 0.537 | 1.000 | 1.000 | 0.041 | 0.000 | 0.000 | 0.438 | 0.438 | 0.537 | 0.537 | 0.000 | -0.159 | 0.000 | 0.265 |
| following_log | 0.359 | 0.196 | -0.260 | 0.537 | 0.537 | 1.000 | 1.000 | 0.270 | 0.165 | 0.359 | 0.438 | 0.438 | 0.537 | 0.537 | 0.000 | -0.159 | 0.114 | 0.265 |
| hireable | 0.218 | 0.057 | 0.108 | 0.000 | 0.214 | 0.041 | 0.270 | 1.000 | 0.058 | 0.178 | 0.000 | 0.199 | 0.018 | 0.232 | 0.013 | 0.049 | 0.040 | 0.103 |
| label | 0.024 | 0.070 | 0.111 | 0.000 | 0.163 | 0.000 | 0.165 | 0.058 | 1.000 | 0.130 | 0.041 | 0.141 | 0.018 | 0.369 | 0.006 | 0.579 | 0.368 | 0.410 |
| location | 0.369 | 0.392 | 0.266 | 0.020 | 0.398 | 0.000 | 0.359 | 0.178 | 0.130 | 1.000 | 0.000 | 0.288 | 0.000 | 0.357 | 0.019 | 0.131 | 0.124 | 0.214 |
| public_gists | 0.012 | 0.000 | -0.529 | 0.597 | 0.597 | 0.438 | 0.438 | 0.000 | 0.041 | 0.000 | 1.000 | 1.000 | 0.636 | 0.636 | 0.000 | -0.137 | 0.000 | 0.248 |
| public_gists_log | 0.357 | 0.180 | -0.529 | 0.597 | 0.597 | 0.438 | 0.438 | 0.199 | 0.141 | 0.288 | 1.000 | 1.000 | 0.636 | 0.636 | 0.026 | -0.137 | 0.091 | 0.248 |
| public_repos | 0.000 | 0.010 | -0.463 | 0.651 | 0.651 | 0.537 | 0.537 | 0.018 | 0.018 | 0.000 | 0.636 | 0.636 | 1.000 | 1.000 | 0.000 | -0.204 | 0.000 | 0.304 |
| public_repos_log | 0.365 | 0.198 | -0.463 | 0.651 | 0.651 | 0.537 | 0.537 | 0.232 | 0.369 | 0.357 | 0.636 | 0.636 | 1.000 | 1.000 | 0.022 | -0.204 | 0.326 | 0.304 |
| site_admin | 0.005 | 0.025 | 0.022 | 0.000 | 0.079 | 0.000 | 0.000 | 0.013 | 0.006 | 0.019 | 0.000 | 0.026 | 0.000 | 0.022 | 1.000 | 0.000 | 0.000 | 0.000 |
| text_bot_count | 0.062 | 0.069 | 0.143 | -0.150 | -0.150 | -0.159 | -0.159 | 0.049 | 0.579 | 0.131 | -0.137 | -0.137 | -0.204 | -0.204 | 0.000 | 1.000 | 0.510 | -0.174 |
| type | 0.080 | 0.102 | 0.148 | 0.000 | 0.226 | 0.000 | 0.114 | 0.040 | 0.368 | 0.124 | 0.000 | 0.091 | 0.000 | 0.326 | 0.000 | 0.510 | 1.000 | 0.801 |
| updated_at | 0.156 | 0.139 | -0.180 | 0.296 | 0.296 | 0.265 | 0.265 | 0.103 | 0.410 | 0.214 | 0.248 | 0.248 | 0.304 | 0.304 | 0.000 | -0.174 | 0.801 | 1.000 |
Missing values
Sample
| label | type | site_admin | company | blog | location | hireable | bio | public_repos | public_gists | followers | following | created_at | updated_at | text_bot_count | public_repos_log | public_gists_log | followers_log | following_log | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Human | True | False | False | False | False | False | NaN | 26 | 1 | 5 | 1 | 1317058023 | 1697196070 | 0 | 3.295837 | 0.693147 | 1.791759 | 0.693147 |
| 1 | Human | True | False | False | True | False | True | I just press the buttons randomly, and the program evolves... | 30 | 3 | 9 | 6 | 1435572766 | 1696659974 | 0 | 3.433987 | 1.386294 | 2.302585 | 1.945910 |
| 2 | Human | True | False | True | True | True | True | Time is unimportant,\nonly life important. | 103 | 49 | 1212 | 221 | 1220026803 | 1696212681 | 0 | 4.644391 | 3.912023 | 7.100852 | 5.402677 |
| 3 | Bot | True | False | False | False | True | False | NaN | 49 | 0 | 84 | 2 | 1400611389 | 1697115299 | 0 | 3.912023 | 0.000000 | 4.442651 | 1.098612 |
| 4 | Human | True | False | False | False | False | True | NaN | 11 | 1 | 6 | 2 | 1345126753 | 1696593521 | 0 | 2.484907 | 0.693147 | 1.945910 | 1.098612 |
| 5 | Human | True | False | True | True | True | False | Done studying. Need challenges. | 56 | 1 | 22 | 7 | 1491919687 | 1697003966 | 0 | 4.043051 | 0.693147 | 3.135494 | 2.079442 |
| 6 | Human | True | False | True | True | True | True | Administrator of MOONGIFT that is introducing open source software everyday to Japanese engineers since 2004. | 277 | 1139 | 63 | 16 | 1207606942 | 1695805496 | 0 | 5.627621 | 7.038784 | 4.158883 | 2.833213 |
| 7 | Human | True | False | True | False | True | False | Senior Software Engineer at Google, working on Certificate Transparency and generalized transparency. | 37 | 1 | 22 | 0 | 1327010227 | 1691424394 | 0 | 3.637586 | 0.693147 | 3.135494 | 0.000000 |
| 8 | Human | True | False | False | False | False | False | NaN | 27 | 2 | 37 | 596 | 1577217873 | 1697111701 | 0 | 3.332205 | 1.098612 | 3.637586 | 6.391917 |
| 9 | Human | True | False | True | True | True | False | Hi | 42 | 9 | 14 | 2 | 1374622174 | 1696884425 | 0 | 3.761200 | 2.302585 | 2.708050 | 1.098612 |
| label | type | site_admin | company | blog | location | hireable | bio | public_repos | public_gists | followers | following | created_at | updated_at | text_bot_count | public_repos_log | public_gists_log | followers_log | following_log | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 19758 | Human | True | False | True | False | True | False | NaN | 30 | 0 | 10 | 11 | 1473500700 | 1696591851 | 0 | 3.433987 | 0.000000 | 2.397895 | 2.484907 |
| 19759 | Human | True | False | False | False | True | True | NaN | 37 | 19 | 91 | 6 | 1334806034 | 1696702432 | 0 | 3.637586 | 2.995732 | 4.521789 | 1.945910 |
| 19760 | Bot | True | False | False | False | False | False | I am the bot account of @alvaroaleman | 1 | 0 | 0 | 0 | 1544903731 | 1627395265 | 2 | 0.693147 | 0.000000 | 0.000000 | 0.000000 |
| 19761 | Human | True | False | False | False | False | False | NaN | 3 | 0 | 1 | 0 | 1384099537 | 1693491968 | 2 | 1.386294 | 0.000000 | 0.693147 | 0.000000 |
| 19762 | Human | True | False | False | False | False | False | NaN | 0 | 0 | 0 | 0 | 1601577032 | 1609271112 | 0 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| 19763 | Bot | True | False | True | True | True | False | Tony came to Linux in 1994 and has never looked back. His entire professional career has been spent working with or on Linux. First as a systems administrator | 36 | 16 | 11 | 4 | 1404343654 | 1692117514 | 0 | 3.610918 | 2.833213 | 2.484907 | 1.609438 |
| 19764 | Human | True | False | False | False | False | False | NaN | 16 | 0 | 3 | 0 | 1512597391 | 1690396345 | 0 | 2.833213 | 0.000000 | 1.386294 | 0.000000 |
| 19765 | Human | True | False | True | False | True | False | Software engineer at RealTracs. | 13 | 0 | 10 | 1 | 1447512245 | 1661288989 | 0 | 2.639057 | 0.000000 | 2.397895 | 0.693147 |
| 19766 | Human | True | False | True | False | False | False | NaN | 7 | 0 | 2 | 0 | 1637693729 | 1696632645 | 0 | 2.079442 | 0.000000 | 1.098612 | 0.000000 |
| 19767 | Bot | True | False | False | False | True | False | NaN | 10 | 0 | 1 | 0 | 1461363119 | 1657223301 | 0 | 2.397895 | 0.000000 | 0.693147 | 0.000000 |